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Regional Gray Matter Atrophy in Relapsing Remitting Multiple Sclerosis: Baseline Analysis of Multi-Center Data
- Source :
- Multiple sclerosis and related disorders
- Publication Year :
- 2015
-
Abstract
- Regional gray matter (GM) atrophy in multiple sclerosis (MS) at disease onset and its temporal variation can provide objective information regarding disease evolution. An automated pipeline for estimating atrophy of various GM structures was developed using tensor based morphometry (TBM) and implemented on a multi-center sub-cohort of 1008 relapsing remitting MS (RRMS) patients enrolled in a Phase 3 clinical trial. Four hundred age and gender matched healthy controls were used for comparison. Using the analysis of covariance, atrophy differences between MS patients and healthy controls were assessed on a voxel-by-voxel analysis. Regional GM atrophy was observed in a number of deep GM structures that included thalamus, caudate nucleus, putamen, and cortical GM regions. General linear regression analysis was performed to analyze the effects of age, gender, and scanner field strength, and imaging sequence on the regional atrophy. Correlations between regional GM volumes and expanded disability status scale (EDSS) scores, disease duration (DD), T2 lesion load (T2 LL), T1 lesion load (T1 LL), and normalized cerebrospinal fluid (nCSF) were analyzed using Pearson’s correlation coefficient. Thalamic atrophy observed in MS patients compared to healthy controls remained consistent within subgroups based on gender and scanner field strength. Weak correlations between thalamic volume and EDSS (r = −0.133; p < 0.001) and DD (r = −0.098; p = 0.003) were observed. Of all the structures, thalamic volume moderately correlated with T2 LL (r = −0.492; p-value < 0.001), T1 LL (r = −0.473; p-value < 0.001) and nCSF (r = −0.367; p-value < 0.001).
- Subjects :
- Adult
Male
Pathology
medicine.medical_specialty
Adolescent
Thalamus
Caudate nucleus
Article
CombiRx
030218 nuclear medicine & medical imaging
03 medical and health sciences
Young Adult
0302 clinical medicine
Atrophy
Multiple Sclerosis, Relapsing-Remitting
Linear regression
medicine
Humans
Gray Matter
10. No inequality
Relapsing remitting multiple sclerosis
Analysis of Variance
Expanded Disability Status Scale
business.industry
Putamen
Multiple sclerosis
tensor based morphometry
Age Factors
General Medicine
Organ Size
Middle Aged
medicine.disease
Magnetic Resonance Imaging
Diffusion Tensor Imaging
Neurology
Relapsing remitting
Female
Neurology (clinical)
regional atrophy
unbiased template
Nuclear medicine
business
030217 neurology & neurosurgery
Subjects
Details
- Language :
- English
- ISSN :
- 22110356 and 22110348
- Volume :
- 4
- Issue :
- 2
- Database :
- OpenAIRE
- Journal :
- Multiple sclerosis and related disorders
- Accession number :
- edsair.doi.dedup.....08dde8ca3473b7da3f302621fd13c38b